Implement offline profile building (profile_builder.py) and real-time dynamic scoring (browser_matcher_dynamic.py) using HDBSCAN-based browser fingerprint clustering. Add ClickHouse materialized view (13_h2_profiling.sql) for h2_profile_stats aggregation. Update thesis and project documentation to cover the new dynamic profiling architecture. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>